litellm/tests/test_litellm/proxy
Tin Chi Lo 00e1fe8822 feat(complexity_router): multi-model prompt-cache warming for the auto-router
Provider prompt caches are per-model, so every mid-session tier switch the
complexity auto-router makes lands on a cold cache and pays the full cache write
again. Opt-in cache_warming captures each session's latest payload at the routing
decision and a leader-elected background refresher replays it with max_tokens=1
against every cacheable tier model just under the provider cache TTL, so the
switch is a pure cache read.

A replay is a request, so it is admitted through the request path's own entry
points rather than beside them. For each replay the refresher assembles a request
body, reserves budget through the same wrapper auth calls right after
common_checks, stamps identity with the proxy's own stamper, applies every
key-level, team-level and project-level control, applies the key and team scoped
dynamic logging settings, runs ProxyLogging.pre_call_hook, applies the
fully-blocked-model check, and hands the dict that hook returns to
Router.acompletion or Router.aanthropic_messages. post_call_failure_hook runs on
every rejection and every dispatch failure, so the parallel request slot, the
reserved TPM tokens and the budget reservation all come back. Warming therefore
inherits both halves of every contract it touches (the limiter's descriptors
across every scope with its own configured window, its RPM and max-parallel
check, its upfront reservation and the stash its success callback reconciles
from; the key, team, user, end-user, organization and tag budget counters; every
configured guardrail and pipeline, including the ones defined on the deployment)
instead of reimplementing them. That deletes nine functions and the admission
block they served.

Warming writes no spend logs of its own, so the replay rows are the only record
of warming cost that will exist. They carry the customer's own tags and
spend_logs_metadata with the litellm_cache_warming tag alongside rather than
instead, and they fan out to the key and team scoped loggers, so warming is
included in per-tag chargeback and filterable out of it. Two Request-free blocks
of add_litellm_data_to_request are extracted verbatim as
LiteLLMProxyRequestSetup.add_key_team_project_metadata and
apply_dynamic_logging_settings so both callers share them; the move is
statement-for-statement identical, with no behavior change on the request path.
Ordering there is load-bearing: add_key_level_controls resets data["cache"] and
refills it from key metadata, so it runs after the body is built and a key's own
cache controls override warming's response-cache bypass exactly as they override
a caller's.

Blocked and expired keys are still checked locally because common_checks
dereferences the FastAPI Request; extracting a Request-free core so its other
gates bind on a replay too is a follow-up. Sessions on a key that declares
max_iterations are skipped entirely, because that limiter counts every request on
a session_id and cannot be consulted without incrementing it.

Metadata precedence (litellm_metadata before metadata, stringified) had three
implementations; core_helpers.iter_request_metadata_dicts and
get_request_metadata_field are now the single owner and DeploymentAffinityCheck
deletes its four private copies to delegate to them.

Resolves LIT-4865
2026-07-29 20:59:17 -07:00
..
_experimental/mcp_server fix(mcp): never write discovery results to the row, heal rows a release already stamped, and retry failed discovery with backoff 2026-07-29 17:51:22 -07:00
a2a fix(a2a): reject malformed protocolVersion suffixes while keeping semver prereleases 2026-07-21 13:24:58 -07:00
agent_endpoints fix(a2a): reject malformed protocolVersion suffixes while keeping semver prereleases 2026-07-21 13:24:58 -07:00
analytics_endpoints feat(ui): split failed requests into their own series on the cache dashboard (#34862) 2026-07-29 09:48:17 -07:00
anthropic_endpoints feat: litellm oss staging (#31935) 2026-07-03 09:27:31 +05:30
auth Merge pull request #32587 from BerriAI/litellm_fix_batch_model_access_hash_32580 2026-07-29 18:43:39 -07:00
batches_endpoints fix(proxy): resolve named credentials on provider-only batch and files calls 2026-07-28 18:57:15 -07:00
client feat(cli): read base_url from persistent config file (#35015) 2026-07-29 18:25:05 -07:00
common_utils Merge pull request #32583 from BerriAI/litellm_/redact-langsmith-api-key-c92cc3 2026-07-27 15:25:03 -07:00
config_resolvers feat(proxy): add SAML 2.0 SSO for the admin UI (#31429) 2026-07-24 12:51:28 -07:00
db fix(proxy): avoid DB outage during planned RDS IAM rotation (#34749) 2026-07-28 13:27:50 -07:00
discovery_endpoints chore: litellm oss staging160626 (#30527) 2026-06-16 18:23:13 -07:00
enterprise_billing feat(proxy): push-based OTLP billable-request metering for enterprise deployments (#31592) 2026-07-15 12:12:52 -07:00
experimental/mcp_server
google_endpoints chore: litellm oss staging160626 (#30527) 2026-06-16 18:23:13 -07:00
guardrails fix(guardrails): compress content-parts messages in headroom guardrail 2026-07-27 11:22:06 -07:00
health_endpoints fix(proxy): authorize /health/test_connection against loaded deployment's team_id (VERIA-441) (#31767) 2026-07-01 17:05:49 -07:00
hooks fix(proxy): hash caller-supplied key in key update audit log object_id (#34632) 2026-07-25 10:45:51 -07:00
image_endpoints fix(proxy): extend response headers hook to streaming, TTS, image gen, and pass-through (#24232) 2026-06-09 22:10:23 +02:00
logging_endpoints feat(proxy): add POST /v1/callbacks/logs to replay logging payloads through callbacks (#31134) 2026-06-24 15:25:10 -07:00
management_endpoints Merge pull request #34266 from BerriAI/litellm_team-model-allowlist-stale-qqg50q 2026-07-29 11:00:38 -07:00
management_helpers fix(proxy): restore atomic user upsert when adding team members (#34457) 2026-07-24 02:22:34 +00:00
memory Litellm memory improvements v2 (#26541) 2026-04-25 19:03:43 -07:00
middleware feat(proxy): push-based OTLP billable-request metering for enterprise deployments (#31592) 2026-07-15 12:12:52 -07:00
openai_files_endpoint fix(proxy): honor key-level model allowlist in provider-only credential resolution 2026-07-28 21:11:50 -07:00
pass_through_endpoints fix(vertex): decide rawPredict passthrough streaming from the request body 2026-07-25 18:09:29 -07:00
policy_engine fix(policies): reject non-existent team/key/model scope entries on attachment create (#32131) 2026-07-04 11:58:29 -07:00
prompts style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
proxy_server feat(complexity_router): multi-model prompt-cache warming for the auto-router 2026-07-29 20:59:17 -07:00
public_endpoints fix(agents): allow optional securityScheme fields so /public/agent_hub does not 500 (#33897) 2026-07-20 18:13:09 -07:00
rag_endpoints fix(rag): track LLM completion usage and spend for /v1/rag/query (#32438) 2026-07-17 17:45:27 +00:00
realtime_endpoints chore: litellm oss 170626 (#30637) 2026-06-17 21:11:12 -07:00
response_api_endpoints Litellm websocket improvements (#29563) 2026-06-03 11:48:35 -07:00
shutdown feat(proxy): native /health/drain preStop hook for graceful shutdown (#29439) 2026-06-02 16:30:44 -07:00
spend_tracking feat(ui): shareable log links via log_id query param on the logs page (#34879) 2026-07-29 17:01:09 +00:00
test_configs
types_utils fix(proxy): resolve router_settings.plugins dotted paths and load plugins from installed packages (#33644) 2026-07-17 11:23:18 -07:00
ui_crud_endpoints fix(ui): validate default team values in Default User Settings (#34815) 2026-07-27 15:05:51 -07:00
utils fix(proxy): stop retrying post-send ambiguous DB errors in every spend writer 2026-07-27 12:03:04 -07:00
vector_store_endpoints test(vector_store): update credential resolution assertion for team_id kwarg 2026-07-18 18:41:12 +00:00
video_endpoints test(videos): add 1:1 test file scaffold for videos component paths (#30631) 2026-06-29 09:12:51 +05:30
__init__.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
conftest.py fix(proxy): avoid DB outage during planned RDS IAM rotation (#34749) 2026-07-28 13:27:50 -07:00
test_aiohttp_cleanup_closed.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_aiohttp_session_recovery.py
test_api_key_masking_in_errors.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_audio_speech_prometheus_hooks.py fix(proxy): extend response headers hook to streaming, TTS, image gen, and pass-through (#24232) 2026-06-09 22:10:23 +02:00
test_batch_expiry.py fix(proxy): strip LiteLLM policy tracking from OpenAI batch metadata (#28425) 2026-05-26 11:35:42 -07:00
test_batch_metadata_none_fix.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_batch_retrieve_bedrock.py fix(proxy/batches): forward model to retrieve_batch for bedrock 2026-04-29 22:48:03 +02:00
test_batch_x_litellm_model_encoding.py test(batches): move orphan tests into tests/test_litellm for CI coverage (#30510) 2026-06-16 10:20:59 -07:00
test_blocked_response_usage.py feat: litellm oss staging (#31935) 2026-07-03 09:27:31 +05:30
test_budget_reservation.py fix(proxy): reject failed atomic budget reservations under fail_closed_budget_enforcement (#34429) 2026-07-23 23:57:37 +00:00
test_caching_routes.py Litellm oss staging 040626 (#29671) 2026-06-04 11:07:20 -07:00
test_chat_completion_metadata.py
test_common_request_processing.py feat(complexity-router): add return_raw_model_name toggle for response model field (#33875) 2026-07-18 19:24:56 -07:00
test_component_allowlists.py fix(gateway): keep the Prometheus /metrics Mount in the gateway route trim (#32317) 2026-07-07 18:36:38 +03:00
test_cors_config.py refactor: extract _get_cors_config() for testability, fix no-op CORS tests 2026-04-11 22:24:04 +05:30
test_custom_proxy.py
test_dynamic_mcp_route.py Litellm oss staging 040626 (#29671) 2026-06-04 11:07:20 -07:00
test_empty_model_list.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_enforce_user_param.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_fallback_management_endpoints.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_fastapi_offline_routes.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_filter_models_by_team_access_group.py fix: resolve access group names in _filter_models_by_team_id (#25224) 2026-05-01 11:55:36 +05:30
test_health_check_functions.py feat(proxy): skip disable_background_health_check models on GET /health when flag set (#27716) 2026-05-13 09:49:05 -07:00
test_health_check_max_tokens.py fix: skip health check for semantic auto_router deployments (#31668) 2026-06-29 19:47:20 -07:00
test_langfuse_passthrough_security.py chore(callbacks): guard dynamic integration hosts 2026-04-30 14:27:19 -07:00
test_lazy_openapi_snapshot.py [Fix] Tests: Move Misplaced Import in Lazy OpenAPI Snapshot Test 2026-05-01 14:24:53 -07:00
test_litellm_pre_call_utils.py test(proxy): cover stale-alias warning dedup and key-cache eviction 2026-07-28 19:39:30 -07:00
test_max_budget_env_var.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_mcp_asgi_response.py fix(mcp): surface upstream 401 for token-forwarding MCP servers (#27847) 2026-05-13 12:03:36 -07:00
test_model_based_routing_files_batches.py test(batches): move orphan tests into tests/test_litellm for CI coverage (#30510) 2026-06-16 10:20:59 -07:00
test_model_dump_with_preserved_fields.py
test_model_id_header_propagation.py feat(proxy): add x-litellm-model-name response header with deployment model string (#33698) 2026-07-17 20:29:42 -07:00
test_model_info_default_limits.py fix(proxy): align /v1/model/info with router deployments (#30025) 2026-06-10 19:38:21 -07:00
test_model_level_guardrails.py fix(proxy): merge model-level guardrails before pre_call_hook (#29654) 2026-07-25 10:16:59 -07:00
test_model_list_healthy_only.py feat: litellm oss 110626 (#30202) 2026-06-11 22:30:26 -07:00
test_modify_response_streaming_passthrough.py fix(proxy): use e.request_data for logging_obj in ModifyResponseException streaming passthrough (#30800) 2026-06-18 23:29:08 -07:00
test_openapi_schema_validation.py fix(proxy): preserve HTTP operations when injecting WebSocket stubs into OpenAPI schema 2026-05-06 00:28:42 +02:00
test_plugin_routes.py feat: litellm plugin architecture v2 (#30688) 2026-06-20 20:37:22 -07:00
test_pricing_field_strip.py chore: litellm oss staging160626 (#30527) 2026-06-16 18:23:13 -07:00
test_prometheus_cleanup.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_provider_url_destination_guard.py chore(proxy): clean up request parameter validation and provider destination handling (#34189) 2026-07-22 00:57:58 +00:00
test_proxy_cli.py chore(ci): merge oss branch (#33784) 2026-07-17 23:22:13 +00:00
test_proxy_logging_hook_detection.py perf: reduce per-request and per-chunk overhead across Anthropic streaming hot paths (#28289) 2026-05-23 12:15:59 -07:00
test_proxy_server.py chore(typing): clear basedpyright Any errors in proxy management endpoints 2026-07-29 09:16:18 +00:00
test_proxy_types.py fix(proxy): allow /key/update to identify the key by key_alias (#34851) 2026-07-29 09:48:08 -07:00
test_proxy_utils.py fix(autoroute): discover models via /v1/models so an AI-API-only key works (#34259) 2026-07-22 20:50:14 -07:00
test_pyroscope.py Implement normalize_nonempty_secret_str function to trim whitespace from secrets and treat empty values as unset. Update proxy_server to use this function for Grafana credentials. Enhance tests to validate the new normalization behavior. 2026-05-04 18:17:31 +00:00
test_read_model_list.py feat: add minimal rust router + axum ai-gateway calling router.realtime (2/2) (#31135) 2026-06-23 19:16:34 -07:00
test_redis_auth_cache_flag.py fix(proxy): share CLI SSO login sessions across workers without enable_redis_auth_cache (#33261) 2026-07-22 10:29:34 -07:00
test_response_model_sanitization.py perf: eliminate per-request callback scanning on proxy hot path (#27858) 2026-05-14 09:28:31 -07:00
test_route_a2a_models.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_route_llm_request.py fix(proxy): return 400 instead of 500 for chat completions without messages 2026-07-24 20:32:09 +00:00
test_sensitive_route_auth.py chore(proxy): guard sensitive public endpoints 2026-04-30 11:52:47 -07:00
test_shared_health_check.py feat(proxy): skip disable_background_health_check models on GET /health when flag set (#27716) 2026-05-13 09:49:05 -07:00
test_spend_log_cleanup.py fix(proxy): roll up tool spend daily instead of scanning SpendLogs 2026-07-25 21:52:58 -07:00
test_swagger_chat_completions.py fix(proxy): avoid misleading multi-method operation ids 2026-04-30 20:44:14 -07:00
test_team_member_update.py feat(ui): add budget duration to edit team member form (#29717) 2026-06-06 17:24:55 -07:00
test_team_org_move.py fix(team_endpoints): auto-add SSO team members to org on move (proxy admin only) (#26377) 2026-04-24 08:36:25 -07:00
test_tools_allowlist_enforcement.py fix(responses-bridge): custom tool round-trip and allowlist preservation for Codex CLI (#32258) 2026-07-06 17:34:27 -07:00
test_update_llm_router_resilience.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00